Jennifer Wortman Vaughan

Author

Also Known As

J. Thom, J. Thompson, J. Tucker, J. Vaughan, Jennifer Vaughan, Jennifer Wortman Vaughan, Jennifer Wortman Wortman Vaughan, Jonathan Vaughan, K. Henriksson, Liang, Percy

261

Publications

27.4K

Citations

H-Index

157

Concepts

All Affiliations

Microsoft (United States)Microsoft Research New York City (United States)Carnegie Mellon University Cornell University University of California, Los Angeles

About

Jennifer Wortman Vaughan is an author at Microsoft (United States) specializing in engineering, computer science, and artificial intelligence.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	23	34	4K
2	Management	14	14	2.8K
3	Business	13	15	943
4	Education	4	4	233
5	Arts	3	3	242

Jennifer Wortman Vaughan

Publications

9.5K

Citations

H-Index

Page 1

	Year	Citations
A theory of learning from different domains Shai Ben-David, John Blitzer, Koby Crammer, Machine Learning	2009	3.4K
Improving Fairness in Machine Learning Systems Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, Artificial IntelligenceComputational Social ScienceEngineeringMachine LearningData Science	2019	630
Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, EngineeringMachine LearningMachine Learning ToolData VisualizationInterpretability Tools	2020	474
Understanding the Effect of Accuracy on Trust in Machine Learning Models Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach Artificial IntelligenceEngineeringTrust Management ArchitectureVerificationMachine Learning Models	2019	457
Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Artificial IntelligenceComputer EthicEngineeringCo-designing ChecklistsDigital Ethic	2020	373
Datasheets for datasets Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Communications of the ACM EngineeringData ScienceData SetManagementData Exploration	2021	333
Online Task Assignment in Crowdsourcing Markets Chien-Ju Ho, Jennifer Wortman Vaughan Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceEngineeringMachine LearningMechanical TurkCommunication	2021	298
Search for Supersymmetry at the LHC in Events with Jets and Missing Transverse Energy S. Chatrchyan, V. Khachatryan, A. M. Sirunyan, Physical Review Letters	2011	278
Adaptive Task Assignment for Crowdsourced Classification Chien-Ju Ho, Shahin Jabbari, Jennifer Wortman Vaughan	2013	200
Manipulating and Measuring Model Interpretability Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake M. Hofman,	2021	191

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